The Last Human Decision
The enduring frontier of human judgement, authority and accountability as AI advances from recommendation to autonomous action.
There is a line inside every organisation where a machine stops recommending and starts acting. Most boards have not drawn it. Many do not know it has already moved.
This keynote is about the frontier itself: which decisions must remain human, who holds the authority to make them, and how accountability survives when a consequential outcome can no longer be traced to a person. Dr Kate Barker works through the questions boards and executive teams are now being asked to answer — what an autonomous system is permitted to decide alone, at what threshold a human must be in the loop, what evidence is required before that threshold is lowered, and who answers for the result.
It is not a cautionary session. Delegation to intelligent systems is how organisations will get faster and better, and refusing it is its own risk. But the delegation has to be deliberate, documented and reversible, and the keynote gives an audience the framework to make it so. The material draws on advisory work with boards, governments and global chief executives, and on doctoral research across six thousand executive leaders.
Especially suited to boards, chief executives, chief risk and technology officers, regulated industries, governance forums and board retreats.
What the room leaves with
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A framework for deciding which decisions stay human and which can be delegated.
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Where the recommendation-to-action line has already moved without a board deciding it.
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How accountability is preserved when an outcome cannot be traced to a person.
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The evidence a board should require before lowering a human-in-the-loop threshold.
Kate understands a senior audience exceptionally well. She brings pace, energy and intellectual depth to the stage, without ever oversimplifying the subject. What stood out was how quickly she connected complex ideas to the realities leaders were dealing with. She challenged the room, held its attention throughout and made the implications impossible to dismiss.
- Boards and C-suites
- Financial services, government and regulated industries
- Technology-led organisations preparing for agentic AI
- Keynote address
- Keynote with live audience Q&A
- Fireside chat or moderated panel
- Delivered in person or virtually, worldwide
Book Dr Kate to speak.
Twelve weeks minimum lead time. Each engagement is shaped to the room.